.... These biases can perpetuate existing inequalities, hinder access to information and reinforce discriminatory practices. This study identifies key strategies such as data collection and representation, algorithmic transparency and inclusive design to address these issues. Originality/value This study...

... simple presentation of alternate questions. This form of design method builds on user inputs to create dynamic, color-coded and textual guidance. Some of the process of collaborating with faculty partners is shared. Designing data collection forms to prevent errors is an art. An entry form...

.... Originality/value The paper offers valuable insights into topics presented at the conference. Electronic media Electronic journals University libraries Data collection Collections management Organizational change Section 2, is for licenses. At the resource level, licenses can be edited, cloned...